机制设计论文趋势 2023–2026

拍卖与机制

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 1,037 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

机制设计论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202342343529140
202469256739200
2025108586540271
20261756512858426

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部机制设计论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 394 篇，第 4 / 8 页

  1. NeurIPS 2026Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping
  2. NeurIPS 2026Subliminal Learning as Trait-Direction Drift: A Mechanism and Targeted Control under SFT Distillation
  3. NeurIPS 2026Support Before Frequency in Discrete Diffusion
  4. NeurIPS 2026Swimba: Switch Mamba Model Scales State Space Models
  5. NeurIPS 2026Take It or Leave It: Intent-Controlled Partial Optimal Transport
  6. NeurIPS 2026TANGO: RNA Topology and Geometry Co-Design
  7. NeurIPS 2026Task-Driven Bayesian Experimental Design Yields Singly Intractable Objectives for Joint Policy Training
  8. NeurIPS 2026Temporal Alignment Guidance: On-manifold Sampling in Diffusion Models
  9. NeurIPS 2026The Alternation Depth Principle for Neural Operator Design
  10. NeurIPS 2026The Design Space of Tri-Modal Masked Diffusion Models
  11. NeurIPS 2026The Dormant Spiking Neuron: A State-Driven Mechanism for Efficient Spiking Neural Networks
  12. NeurIPS 2026The Key to Going Linear: Analysis-Driven Transformer Linearization
  13. NeurIPS 2026The Path Not Taken: RLVR Learns Off the Principals
  14. NeurIPS 2026The Power of Menus in Dynamic Pricing: Near Optimal Regret and Equivalence Results
  15. NeurIPS 2026The Quantization Benefits of Residual-Free Transformers
  16. NeurIPS 2026The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail
  17. NeurIPS 2026Treat Domain-Specific Languages as Design Variables in LLM Agents
  18. NeurIPS 2026Two is better than one: designing heterogeneous scales in binary rating systems
  19. NeurIPS 2026Two Stages of Folding: Convergent Mechanisms in AI Protein Folding Trunks
  20. NeurIPS 2026Variable-Length Generative Protein Design via Generalized Poisson Flow
  21. NeurIPS 2026VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design
  22. NeurIPS 2026Verifier Choice is a Benchmark Design Variable: Auditing Structural Counting Evaluation in Text-to-Image Models
  23. NeurIPS 2026Virtual Head Attention
  24. NeurIPS 2026When Does Knowing the State Help? Diagnosing Process vs. Outcome Reward Design
  25. NeurIPS 2026μLM: Rethinking Sub-100M Language Models through Memory-First Design
  26. NeurIPS 2025A Closer Look at Graph Transformers: Cross-Aggregation and Beyond
  27. NeurIPS 2025A Cramér–von Mises Approach to Incentivizing Truthful Data Sharing
  28. NeurIPS 2025A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design
  29. NeurIPS 2025ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
  30. NeurIPS 2025AlphaFold Database Debiasing for Robust Inverse Folding
  31. NeurIPS 2025Ambient Proteins - Training Diffusion Models on Noisy Structures
  32. NeurIPS 2025Attention Mechanism, Max-Affine Partition, and Universal Approximation
  33. NeurIPS 2025Attention Sinks: A 'Catch, Tag, Release' Mechanism for Embeddings
  34. NeurIPS 2025Bayes optimal learning of attention-indexed models
  35. NeurIPS 2025Beyond Last-Click: An Optimal Mechanism for Ad Attribution
  36. NeurIPS 2025BikeBench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints
  37. NeurIPS 2025Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
  38. NeurIPS 2025Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism
  39. NeurIPS 2025Comparing Uniform Price and Discriminatory Multi-Unit Auctions through Regret Minimization
  40. NeurIPS 2025Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
  41. NeurIPS 2025Convergent Functions, Divergent Forms
  42. NeurIPS 2025Convolution Goes Higher-Order: A Biologically Inspired Mechanism Empowers Image Classification
  43. NeurIPS 2025CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design
  44. NeurIPS 2025Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL
  45. NeurIPS 2025DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer
  46. NeurIPS 2025Design-Based Bandits Under Network Interference: Trade-Off Between Regret and Statistical Inference
  47. NeurIPS 2025DuSA: Fast and Accurate Dual-Stage Sparse Attention Mechanism Accelerating Both Training and Inference
  48. NeurIPS 2025Dynamic Masking and Auxiliary Hash Learning for Enhanced Cross-Modal Retrieval
  49. NeurIPS 2025Efficient Bayesian Experiment Design with Equivariant Networks
  50. NeurIPS 2025Emergence of Linear Truth Encodings in Language Models

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用 paperlist 查机制设计在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

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常见问题

2023–2026 年四大会议一共有多少篇机制设计论文？
共 1,037 篇，按年份分别是 2023 年 140 篇、2024 年 200 篇、2025 年 271 篇、2026 年 426 篇。
NeurIPS 2026 有多少篇机制设计论文？
NeurIPS 2026 有 175 篇机制设计论文，上一届是 108 篇。
ICLR 2026 有多少篇机制设计论文？
ICLR 2026 有 65 篇机制设计论文，上一届是 58 篇。
ICML 2026 有多少篇机制设计论文？
ICML 2026 有 128 篇机制设计论文，上一届是 65 篇。
CVPR 2026 有多少篇机制设计论文？
CVPR 2026 有 58 篇机制设计论文，上一届是 40 篇。
哪个会议的机制设计论文最多？
NeurIPS，2023–2026 年共 394 篇。

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